Exact Bayesian inference by symbolic disintegration.
Chung-chieh ShanNorman RamseyPublished in: POPL (2017)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- bayesian model
- weighted model counting
- probabilistic modeling
- variational bayes
- gibbs sampler
- hierarchical bayesian
- statistical inference
- inference process
- symbolic representation
- markov chain monte carlo
- generative model
- particle filter
- prior distribution
- bayesian networks
- expectation propagation
- variational approximation
- learning algorithm